Package: featR
Title: A Unified Toolkit for Feature Selection
Version: 0.2.0
Authors@R: 
    person("Justin", "Chase", email = "jchase.msu@gmail.com",
           role = c("aut", "cre", "cph"))
Description: Filter, wrapper, and embedded feature-selection methods behind a
    consistent set of functions that share one calling convention and one
    return type: univariate threshold filters, correlation and chi-squared
    filters, information gain, the least absolute shrinkage and selection
    operator (LASSO) and elastic net, Bayesian model comparison, Boruta,
    recursive feature elimination, random forest importance, multivariate
    adaptive regression splines, support vector machine recursive feature
    elimination, stepwise selection, and principal component / singular
    value decomposition helpers. The implemented methods follow
    Tibshirani (1996) <doi:10.1111/j.2517-6161.1996.tb02080.x>,
    Zou and Hastie (2005) <doi:10.1111/j.1467-9868.2005.00503.x>,
    Friedman (1991) <doi:10.1214/aos/1176347963>,
    Breiman (2001) <doi:10.1023/A:1010933404324>,
    Guyon, Weston, Barnhill and Vapnik (2002) <doi:10.1023/A:1012487302797>,
    Kursa and Rudnicki (2010) <doi:10.18637/jss.v036.i11>, and
    Vehtari, Gelman and Gabry (2017) <doi:10.1007/s11222-016-9696-4>.
    Heavy modeling engines are optional and only required by the functions
    that use them.
License: MIT + file LICENSE
Encoding: UTF-8
Language: en-US
Config/roxygen2/version: 8.1.0
Depends: R (>= 4.1.0)
Imports: data.table, methods, parallel, stats, utils, withr (>= 2.4.0)
Suggests: bigstatsr, Boruta, brms, caret, doParallel, e1071, earth,
        foreach, furrr, future, ggplot2, glmnet, kernlab, knitr, loo,
        MASS, Matrix, MLmetrics, pbapply, polycor, pROC, PRROC,
        randomForest, rmarkdown, RSpectra, testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
URL: https://github.com/elkronos/featR,
        https://elkronos.github.io/featR/
BugReports: https://github.com/elkronos/featR/issues
NeedsCompilation: no
Packaged: 2026-11-09 00:11:07 UTC; appleair
Author: Justin Chase [aut, cre, cph]
Maintainer: Justin Chase <jchase.msu@gmail.com>
Repository: CRAN
Date/Publication: 2026-11-09 00:30:02 UTC
